Developer on Rohan

Learn PyTorch - a quick code-based summary from PyTorch 60-min Blitz

Tue, 22 Aug 2023 00:00:00 +0000

Tensor

everything is tensor
computation happens in compiled c++ code
over 300 mathematical operations
default float32
seed is used to generate replicable data

The YAML syntax - get over the config files

Tue, 13 Sep 2022 00:00:00 +0000

A quick reference to basic YAML syntax

Lists

All members of a list are lines beginning at the same indentation level starting with a “- " (a dash and a space)

# a list of models
- logreg
- randomforest
- xgboost
- mlp

Dictionary

key: value (colon followed by a space)

rohan:
  name: Rohan Singh
  job: Data Scientist III
  skill: Elite

Complicated Data Structures

# a list of dictionaries
- rohan:
      name: Rohan Singh
      job: Geneticist
      skill: Beginner

- emmanuelle:
      name: Emmanuelle Charpentier
      job: Professor and Researcher
      skill: Elite

Flow Connections

It can be used to represent abbreviated data structures

Organize your computer 🗄

Fri, 30 Apr 2021 00:00:00 +0000

Target Users

If you use python and like having an organized computer - this article is for you 👋🏽

The data 💿 in your mac 💻 is spread around into downloads, desktop, etc.There is a python 🐍 tool organize-tool which can help you declutter and organize all your data with a simple YAML configuration.

The best part is that - you can also have python code in actions.

Thanks 😄 to tfeldmann for this awesome 😎 tool

Build NLP Apps, quickly! ⏩

Tue, 27 Apr 2021 00:00:00 +0000

Created an app to to zero shot classification using huggingface 🤗 library.

In this app, I created a simple streamlit app to try out the zero-shot-classification pipeline provided by HuggingFace.

Please take a look at the code here

https://github.com/ygivenx/zero-shot-classifier-app

Or try it yourself by running

Make sure your docker memory is set to over 6GB.
docker pull ygivenx/zero-shot-app
docker run -it -p 8501:8501 ygivenx/zero-shot-app

List all folders over a GB in terminal

Mon, 26 Apr 2021 00:00:00 +0000

Several times, you realize that you need to see folder with a lot of data in it. I have used this command several times and find it really useful to see all the large folders lying around in the current dir.

So, you got a new Mac 🍺

Mon, 26 Apr 2021 00:00:00 +0000

Update Feb 2024 with Mac OS Sonoma on M3 Pro.

I, recently, changed jobs and got a brand new mac. Now, I am a data scientist and I wanted my new mac to be familiar. In this post, I wanted to show what I installed on my new mac to make it somewhat efficient from the get-go. I Hope, this post will help you get started, quickly :)